{"id":"W3207573171","doi":"10.1016/j.cjca.2021.07.138","title":"AMBULATORY PULMONARY ARTERY PRESSURE MONITORING REDUCES COSTS AND IMPROVES OUTCOMES IN SYMPTOMATIC HEART FAILURE: A SINGLE-CENTER CANADIAN EXPERIENCE","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Ambulatory; Pulmonary artery; Internal medicine; Cohort; Cardiology; Quality of life (healthcare); Implant; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00150482,0.0005705881,0.001008053,0.0005883547,0.003526707,0.002006083,0.001184101,0.000980877,0.001872109],"category_scores_gemma":[0.004070387,0.0003047472,0.0008609236,0.002146544,0.0008683276,0.0005797946,0.0007443913,0.001288132,0.0001598375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02398312,"about_ca_system_score_gemma":0.0351238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9018288,"about_ca_topic_score_gemma":0.9634016,"domain_scores_codex":[0.9984679,0.0002248168,0.00007283978,0.0001280525,0.000608906,0.0004974241],"domain_scores_gemma":[0.9960067,0.000438703,0.0004106108,0.00008425142,0.001522491,0.001537339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006333753,0.004252005,0.8354439,0.0007490952,0.001143917,0.001848614,0.005381121,0.0007877545,0.001217312,0.0008203766,0.01893555,0.1230867],"study_design_scores_gemma":[0.001669517,0.003059793,0.9797993,0.0005970643,0.0007554442,0.00110426,0.005161833,0.0006682845,0.0002743322,0.0001358956,0.006639444,0.0001348621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858177,0.003702221,0.0001293658,0.002372568,0.00009121966,0.0001652143,0.0009082478,0.00001136967,0.00680205],"genre_scores_gemma":[0.9938685,0.003476466,0.0005409991,0.0006243309,0.00007268647,0.00004914387,0.0007489145,0.00001250174,0.0006064452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09817123,"threshold_uncertainty_score":0.1974987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530048412040703,"score_gpt":0.2532093458210916,"score_spread":0.2379088617006846,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}